1Department of Health Policy Research, Seoul Health Foundation, Seoul, Korea
2Social and Epidemiological Research, Centre for Addiction and Mental Health, Toronto, ON, Canada
3Department of Psychiatry, University of Toronto, Toronto, ON, Canada
4Western University Schulich School of Medicine and Dentistry, Toronto, ON, Canada
5Wellesley Institute, Toronto, ON, Canada
Copyright © 2019 The Korean Society for Preventive Medicine
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
The authors have no conflicts of interest associated with the material presented in this paper.
AUTHOR CONTRIBUTIONS
Conceptualization: IHK, SN. Data curation: IHK, SN. Funding acquisition: IHK, SN, KM. Formal analysis: IHK, CC. Methodology: IHK, CC. Writing - original draft: IHK. Writing - review & editing: IHK, SN, CC, KM.
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
Intercept | 3.834* | 4.870* | 4.315* | 1.783 |
Age | -0.046 | -0.037 | -0.033 | -0.063* |
Sex | ||||
Male | Reference | |||
Female | 0.877* | 0.142 | 0.269 | 0.367 |
Marital status | ||||
Married | Reference | |||
Not married | 2.804*** | 2.774*** | 2.753*** | 2.857*** |
Occupation | ||||
Microbusiness owners | 0.890 | -0.059 | -0.085 | -0.767 |
Professionals | Reference | |||
Non-manual workers | 0.077 | 0.263 | 0.282 | 0.351 |
Manual workers | 1.183 | 0.951 | 1.062 | 0.872 |
Years of immigration | 0.032 | 0.032 | 0.032 | 0.071* |
Previous education | ||||
High school or less | -0.067 | 0.149 | 0.166 | -0.015 |
College or more | Reference | |||
Canadian education | ||||
No | 0.866 | 1.099* | 1.000 | 0.513 |
Yes | Reference | |||
Annual income (US$) | ||||
≥80 000 | Reference | |||
40 000-79 999 | 1.116* | 0.508 | 0.624 | 0.532 |
<40 000 | 2.300*** | 1.624** | 1.742** | 1.329* |
Working hours | 0.034* | |||
Language barriers | 0.305*** | |||
Emotional demands | 0.245*** | 0.175*** | 0.159 | |
Occupation*Emotional demands | ||||
Microbusiness owners | 0.145* | 0.121 | ||
Non-manual workers | 0.020 | 0.023 | ||
Manual workers | 0.097 | 0.089 | ||
F for change in R2 | 6.57 | 19.88 | 10.64 | 11.44 |
R2 | 0.046 | 0.100 | 0.101 | 0.121 |
Variables |
Job autonomy |
Job satisfaction |
Job security |
|||
---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 1 | Model 2 | Model 1 | Model 2 | |
Intercept | 1.716 | 2.348 | 3.119* | 3.081 | 1.617 | 2.659 |
Age | -0.073* | -0.077** | -0.073* | -0.077** | -0.057* | -0.063* |
Sex | ||||||
Male | Reference | Reference | Reference | |||
Female | 0.073 | 0.217 | 0.502 | 0.655 | 0.505 | 0.624 |
Marital status | ||||||
Married | Reference | Reference | Reference | |||
Not married | 2.728*** | 2.678*** | 2.902*** | 2.780*** | 2.898*** | 2.850*** |
Years of immigration | 0.070* | 0.071* | 0.064* | 0.062* | 0.071* | 0.069* |
Previous education | ||||||
High school or less | -0.163 | -0.081 | -0.011 | -0.062 | -0.210 | -0.156 |
College or more | Reference | Reference | Reference | |||
Canadian education | ||||||
No | 0.452 | 0.399 | 0.271 | 0.170 | 0.469 | 0.494 |
Yes | Reference | Reference | Reference | |||
Annual income (US$) | ||||||
≥80 000 | Reference | Reference | Reference | |||
40 000-79 999 | 0.355 | 0.489 | 0.204 | 0.303 | -0.105 | -0.059 |
<40 000 | 1.174* | 1.295* | 0.989 | 1.083* | 0.435 | 0.550 |
Occupation | ||||||
Microbusiness owners | -0.349 | -0.571 | -2.254*** | -1.718* | -0.809 | -0.754 |
Professionals | Reference | Reference | Reference | |||
Non-manual workers | -0.121 | -0.143 | -0.396 | 0.073 | -0.001 | 0.154 |
Manual workers | 0.100 | -0.377 | -1.137 | -0.622 | -0.132 | 0.046 |
Working hours | 0.041* | 0.044** | 0.033* | 0.036* | 0.034* | 0.033* |
Language barriers | 0.282*** | 0.272*** | 0.257*** | 0.259*** | 0.239*** | 0.228*** |
Emotional demands | 0.221*** | 0.168** | 0.219*** | 0.026 | 0.222*** | 0.171** |
Job resources | -0.363*** | -0.229 | -0.728*** | -0.592** | -1.563*** | -1.081** |
Emotional demands*Resources | -0.021* | -0.004 | -0.027** | 0.033 | -0.070*** | -0.010 |
Occupation*Emotional demands | ||||||
Microbusiness owners | 0.192* | 0.189** | -0.010 | |||
Non-manual workers | -0.013 | 0.166* | 0.109 | |||
Manual workers | -0.014 | 0.205** | 0.016 | |||
Occupation*Job resources | ||||||
Microbusiness owners | 0.047 | 0.012 | -0.103 | |||
Non-manual workers | -0.146 | -0.170 | 0.092 | |||
Manual workers | -0.448 | -0.189 | -0.760 | |||
Occupation*Demands*Resources | ||||||
Microbusiness owners | -0.057 | -0.099*** | -0.298*** | |||
Non-manual workers | -0.014 | -0.062 | 0.017 | |||
Manual workers | -0.047 | -0.034 | 0.013 | |||
F for change in R2 | 13.45 | 9.25 | 19.23 | 12.23 | 19.38 | 14.15 |
R2 | 0.134 | 0.138 | 0.185 | 0.179 | 0.186 | 0.203 |
Characteristics | Total | Microbusiness owners | Professionals | Non-manual workers | Manual workers | p-value |
---|---|---|---|---|---|---|
Total | 1288 (100) | 550 (42.7) | 258 (20.0) | 223 (17.3) | 257 (20.0) | |
Sex | 0.001 | |||||
Male | 661 (51.3) | 293 (53.3) | 146 (56.6) | 111 (49.8) | 111 (43.2) | |
Female | 627 (48.7) | 257 (46.7) | 112 (43.4) | 112 (50.2) | 146 (56.8) | |
Marital status | 0.069 | |||||
Married | 1129 (87.7) | 525 (95.5) | 208 (81.0) | 183 (82.1) | 212 (82.5) | |
Not married | 159 (12.3) | 25 (4.5) | 49 (19.0) | 40 (17.9) | 45 (17.5) | |
Pre-migration education | 0.673 | |||||
High school or less | 350 (27.2) | 130 (23.6) | 77 (29.8) | 72 (32.3) | 71 (27.6) | |
College or more | 938 (72.8) | 420 (76.4) | 181 (70.2) | 151 (67.7) | 186 (72.4) | |
Post-migration education | <0.001 | |||||
No | 871 (67.6) | 478 (86.9) | 97 (37.6) | 96 (43.1) | 200 (77.9) | |
Yes | 417 (32.4) | 72 (13.1) | 161 (62.4) | 127 (56.9) | 57 (22.1) | |
Annual household income (US$) | <0.001 | |||||
<40 000 | 333 (25.8) | 163 (29.6) | 22 (8.5) | 41 (18.4) | 107 (41.6) | |
40 000-79 999 | 560 (43.5) | 267 (48.6) | 74 (28.7) | 99 (44.4) | 120 (46.7) | |
≥80 000 | 395 (30.7) | 120 (21.8) | 162 (62.8) | 83 (37.2) | 30 (11.7) | |
Age | 49.72±8.96 | 53.59±7.28 | 45.62±8.56 | 44.64±8.82 | 49.95±8.80 | <0.001 |
Years since immigration | 16.30±8.86 | 17.16±8.75 | 16.56±9.56 | 15.94±8.44 | 14.80±8.55 | 0.005 |
Working hours | 48.29±15.03 | 58.76±16.09 | 40.87±6.60 | 39.25±5.43 | 41.15±9.84 | <0.001 |
Language barriers | 4.72±3.69 | 5.59±3.67 | 3.16±3.18 | 3.39±3.15 | 5.60±3.72 | <0.001 |
Emotional demands | 18.08±5.83 | 19.69±4.40 | 16.40±6.74 | 16.52±6.63 | 17.67±5.92 | <0.001 |
Job autonomy | 7.68±2.50 | 8.82±2.05 | 8.08±2.13 | 6.73±2.10 | 5.66±2.47 | <0.001 |
Job security | 4.22±1.15 | 4.28±0.97 | 4.58±1.13 | 4.25±1.20 | 3.71±1.31 | <0.001 |
Job satisfaction | 6.14±2.62 | 5.40±2.41 | 8.11±1.90 | 7.06±2.20 | 4.94±2.66 | <0.001 |
Depression | 6.19±7.13 | 6.37±7.35 | 5.07±5.71 | 5.65±6.51 | 7.38±8.21 | 0.002 |
Sleep deprivation | 12.77±4.36 | 13.04±4.50 | 12.07±4.02 | 12.33±4.45 | 13.30±4.22 | 0.002 |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
Intercept | 3.834 |
4.870 |
4.315 |
1.783 |
Age | -0.046 | -0.037 | -0.033 | -0.063 |
Sex | ||||
Male | Reference | |||
Female | 0.877 |
0.142 | 0.269 | 0.367 |
Marital status | ||||
Married | Reference | |||
Not married | 2.804 |
2.774 |
2.753 |
2.857 |
Occupation | ||||
Microbusiness owners | 0.890 | -0.059 | -0.085 | -0.767 |
Professionals | Reference | |||
Non-manual workers | 0.077 | 0.263 | 0.282 | 0.351 |
Manual workers | 1.183 | 0.951 | 1.062 | 0.872 |
Years of immigration | 0.032 | 0.032 | 0.032 | 0.071 |
Previous education | ||||
High school or less | -0.067 | 0.149 | 0.166 | -0.015 |
College or more | Reference | |||
Canadian education | ||||
No | 0.866 | 1.099 |
1.000 | 0.513 |
Yes | Reference | |||
Annual income (US$) | ||||
≥80 000 | Reference | |||
40 000-79 999 | 1.116 |
0.508 | 0.624 | 0.532 |
<40 000 | 2.300 |
1.624 |
1.742 |
1.329 |
Working hours | 0.034 |
|||
Language barriers | 0.305 |
|||
Emotional demands | 0.245 |
0.175 |
0.159 | |
Occupation*Emotional demands | ||||
Microbusiness owners | 0.145 |
0.121 | ||
Non-manual workers | 0.020 | 0.023 | ||
Manual workers | 0.097 | 0.089 | ||
F for change in R2 | 6.57 | 19.88 | 10.64 | 11.44 |
R2 | 0.046 | 0.100 | 0.101 | 0.121 |
Variables | Job autonomy |
Job satisfaction |
Job security |
|||
---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 1 | Model 2 | Model 1 | Model 2 | |
Intercept | 1.716 | 2.348 | 3.119 |
3.081 | 1.617 | 2.659 |
Age | -0.073 |
-0.077 |
-0.073 |
-0.077 |
-0.057 |
-0.063 |
Sex | ||||||
Male | Reference | Reference | Reference | |||
Female | 0.073 | 0.217 | 0.502 | 0.655 | 0.505 | 0.624 |
Marital status | ||||||
Married | Reference | Reference | Reference | |||
Not married | 2.728 |
2.678 |
2.902 |
2.780 |
2.898 |
2.850 |
Years of immigration | 0.070 |
0.071 |
0.064 |
0.062 |
0.071 |
0.069 |
Previous education | ||||||
High school or less | -0.163 | -0.081 | -0.011 | -0.062 | -0.210 | -0.156 |
College or more | Reference | Reference | Reference | |||
Canadian education | ||||||
No | 0.452 | 0.399 | 0.271 | 0.170 | 0.469 | 0.494 |
Yes | Reference | Reference | Reference | |||
Annual income (US$) | ||||||
≥80 000 | Reference | Reference | Reference | |||
40 000-79 999 | 0.355 | 0.489 | 0.204 | 0.303 | -0.105 | -0.059 |
<40 000 | 1.174 |
1.295 |
0.989 | 1.083 |
0.435 | 0.550 |
Occupation | ||||||
Microbusiness owners | -0.349 | -0.571 | -2.254 |
-1.718 |
-0.809 | -0.754 |
Professionals | Reference | Reference | Reference | |||
Non-manual workers | -0.121 | -0.143 | -0.396 | 0.073 | -0.001 | 0.154 |
Manual workers | 0.100 | -0.377 | -1.137 | -0.622 | -0.132 | 0.046 |
Working hours | 0.041 |
0.044 |
0.033 |
0.036 |
0.034 |
0.033 |
Language barriers | 0.282 |
0.272 |
0.257 |
0.259 |
0.239 |
0.228 |
Emotional demands | 0.221 |
0.168 |
0.219 |
0.026 | 0.222 |
0.171 |
Job resources | -0.363 |
-0.229 | -0.728 |
-0.592 |
-1.563 |
-1.081 |
Emotional demands*Resources | -0.021 |
-0.004 | -0.027 |
0.033 | -0.070 |
-0.010 |
Occupation*Emotional demands | ||||||
Microbusiness owners | 0.192 |
0.189 |
-0.010 | |||
Non-manual workers | -0.013 | 0.166 |
0.109 | |||
Manual workers | -0.014 | 0.205 |
0.016 | |||
Occupation*Job resources | ||||||
Microbusiness owners | 0.047 | 0.012 | -0.103 | |||
Non-manual workers | -0.146 | -0.170 | 0.092 | |||
Manual workers | -0.448 | -0.189 | -0.760 | |||
Occupation*Demands*Resources | ||||||
Microbusiness owners | -0.057 | -0.099 |
-0.298 |
|||
Non-manual workers | -0.014 | -0.062 | 0.017 | |||
Manual workers | -0.047 | -0.034 | 0.013 | |||
F for change in R2 | 13.45 | 9.25 | 19.23 | 12.23 | 19.38 | 14.15 |
R2 | 0.134 | 0.138 | 0.185 | 0.179 | 0.186 | 0.203 |
Values are presented as number (%) or mean±standard deviation.
All predictor variables were mean-centered.
All predictor variables were mean-centered.